System and Method for Reduction of Data Transmission by Threshold Adaptation

3. The method of claim 2, wherein the second updated threshold is smaller than the updated threshold.

4. The method of claim 3, wherein the updated threshold specifies when representations of measurements obtained by the data collector are to be provided to the data aggregator.

5. The method of claim 4, wherein the data trend indicates that the measurements obtained by the data collector are likely to meet the keyed characteristic of the time series relationship.

6. The method of claim 5, wherein the second data trend indicates that the measurements obtained by the data collector are unlikely to meet the keyed characteristic of the time series relationship.

8. The method of claim 7, wherein the consumer comprises an application that initiates a procedure in response to the characteristic of the time series relationship meeting a condition.

9. The method of claim 1, wherein the data transmission from the data collector comprises a difference between an inference generated by the data collector and a value obtained by a measurement performed by the data collector, and the difference being usable to reconstruct the value using a copy of the inference generated by the data aggregator.

10. The method of claim 9, wherein the threshold indicates a size of the difference that must be exceeded for the difference to be transmitted to the data aggregator, and the difference being discarded without transmission when the size of the difference does not exceed the threshold.

13. The non-transitory machine-readable medium of claim 12, wherein the second updated threshold is smaller than the updated threshold.

14. The non-transitory machine-readable medium of claim 13, wherein the updated threshold specifies when representations of measurements obtained by the data collector are to be provided to the data aggregator.

15. The non-transitory machine-readable medium of claim 14, wherein the data trend indicates that the measurements obtained by the data collector are likely to meet the keyed characteristic of the time series relationship.

18. The data aggregator of claim 17, wherein the second updated threshold is smaller than the updated threshold.

19. The data aggregator of claim 18, wherein the updated threshold specifies when representations of measurements obtained by the data collector are to be provided to the data aggregator.

20. The data aggregator of claim 19, wherein the data trend indicates that the measurements obtained by the data collector are likely to meet the keyed characteristic of the time series relationship.